Pandas Profiling Report

Dataset statistics

Number of variables	20
Number of observations	113468
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	17.4 MiB
Average record size in memory	161.0 B

Variable types

Text	5
Numeric	12
Boolean	1
Categorical	2

Alerts

`energia` is highly overall correlated with `volume` and 1 other fields	High correlation
`volume` is highly overall correlated with `energia` and 1 other fields	High correlation
`acustica` is highly overall correlated with `energia` and 1 other fields	High correlation
`explicito` is highly imbalanced (57.8%)	Imbalance
`assinatura_hora` is highly imbalanced (74.0%)	Imbalance
`popularidade` has 15830 (14.0%) zeros	Zeros
`chave` has 13000 (11.5%) zeros	Zeros
`instrumentalidade` has 38621 (34.0%) zeros	Zeros

Reproduction

Analysis started	2023-09-21 21:00:41.737371
Analysis finished	2023-09-21 21:01:34.674594
Duration	52.94 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

id_musica
Text

Distinct	89740
Distinct (%)	79.1%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

Length

Max length	22
Median length	22
Mean length	22
Min length	22

Characters and Unicode

Total characters	2496296
Distinct characters	62
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	73461 ?
Unique (%)	64.7%

Sample

1st row	5SuOikwiRyPMVoIQDJUgSV
2nd row	4qPNDBW1i3p13qLCt0Ki3A
3rd row	1iJBSr7s7jYXzM8EGcbK5b
4th row	6lfxq3CG4xtTiEg7opyCyx
5th row	5vjLSffimiIP26QG5WcN2K

Value	Count	Frequency (%)
6s3jldagk3uu3ntzbpnuhs	9	< 0.1%
2kkvb3rnrzwjfdghaua0tz	8	< 0.1%
2ey6v4sekh3z0rusisrosd	8	< 0.1%
5ftfvzslii5zxydnbrtf41	7	< 0.1%
4wjtkbnjq41zxnb84jswaj	7	< 0.1%
1gqpa08t7ebavpqj9o9l2q	7	< 0.1%
5zsahuq24mwhiduaxjqnhw	7	< 0.1%
7tbzfr8zvzzjezy6v0d6el	7	< 0.1%
5sqkarfxe7uejhtlcthcls	7	< 0.1%
6bzwr3epseolvwlblk58il	7	< 0.1%
Other values (89730)	113394	99.9%

Most occurring characters

Value	Count	Frequency (%)
3	53532	2.1%
5	53247	2.1%
2	53086	2.1%
6	53017	2.1%
0	52954	2.1%
1	52940	2.1%
4	52911	2.1%
7	50287	2.0%
K	39025	1.6%
D	38920	1.6%
Other values (52)	1996377	80.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	998630	40.0%
Uppercase Letter	998337	40.0%
Decimal Number	499329	20.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
K	39025	3.9%
D	38920	3.9%
A	38809	3.9%
G	38801	3.9%
W	38578	3.9%
E	38571	3.9%
X	38533	3.9%
B	38530	3.9%
I	38507	3.9%
R	38506	3.9%
Other values (16)	611557	61.3%

Lowercase Letter

Value	Count	Frequency (%)
k	38885	3.9%
f	38784	3.9%
h	38753	3.9%
l	38735	3.9%
y	38702	3.9%
e	38686	3.9%
p	38613	3.9%
i	38589	3.9%
b	38536	3.9%
c	38484	3.9%
Other values (16)	611863	61.3%

Decimal Number

Value	Count	Frequency (%)
3	53532	10.7%
5	53247	10.7%
2	53086	10.6%
6	53017	10.6%
0	52954	10.6%
1	52940	10.6%
4	52911	10.6%
7	50287	10.1%
8	38909	7.8%
9	38446	7.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1996967	80.0%
Common	499329	20.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
K	39025	2.0%
D	38920	1.9%
k	38885	1.9%
A	38809	1.9%
G	38801	1.9%
f	38784	1.9%
h	38753	1.9%
l	38735	1.9%
y	38702	1.9%
e	38686	1.9%
Other values (42)	1608867	80.6%

Common

Value	Count	Frequency (%)
3	53532	10.7%
5	53247	10.7%
2	53086	10.6%
6	53017	10.6%
0	52954	10.6%
1	52940	10.6%
4	52911	10.6%
7	50287	10.1%
8	38909	7.8%
9	38446	7.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2496296	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	53532	2.1%
5	53247	2.1%
2	53086	2.1%
6	53017	2.1%
0	52954	2.1%
1	52940	2.1%
4	52911	2.1%
7	50287	2.0%
K	39025	1.6%
D	38920	1.6%
Other values (52)	1996377	80.0%

artistas
Text

Distinct	31437
Distinct (%)	27.7%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

Length

Max length	513
Median length	322
Mean length	16.284459
Min length	2

Characters and Unicode

Total characters	1847765
Distinct characters	712
Distinct categories	18 ?
Distinct scripts	7 ?
Distinct blocks	12 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	16814 ?
Unique (%)	14.8%

Sample

1st row	Gen Hoshino
2nd row	Ben Woodward
3rd row	Ingrid Michaelson;ZAYN
4th row	Kina Grannis
5th row	Chord Overstreet

Value	Count	Frequency (%)
the	6808	2.7%
	3116	1.2%
de	1131	0.4%
los	1066	0.4%
of	1026	0.4%
dj	706	0.3%
george	582	0.2%
la	518	0.2%
jones	511	0.2%
for	456	0.2%
Other values (42276)	240428	93.8%

Most occurring characters

Value	Count	Frequency (%)
a	163119	8.8%
e	147786	8.0%
	142888	7.7%
i	111438	6.0%
n	105807	5.7%
o	103245	5.6%
r	99578	5.4%
l	75186	4.1%
s	68932	3.7%
t	63252	3.4%
Other values (702)	766534	41.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1304267	70.6%
Uppercase Letter	336413	18.2%
Space Separator	142888	7.7%
Other Punctuation	53454	2.9%
Decimal Number	5623	0.3%
Dash Punctuation	2081	0.1%
Other Letter	2008	0.1%
Currency Symbol	286	< 0.1%
Close Punctuation	181	< 0.1%
Open Punctuation	179	< 0.1%
Other values (8)	385	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
ス	63	3.1%
ル	59	2.9%
ズ	56	2.8%
ン	49	2.4%
ザ	43	2.1%
タ	42	2.1%
サ	41	2.0%
オ	41	2.0%
陳	33	1.6%
林	26	1.3%
Other values (453)	1555	77.4%

Lowercase Letter

Value	Count	Frequency (%)
a	163119	12.5%
e	147786	11.3%
i	111438	8.5%
n	105807	8.1%
o	103245	7.9%
r	99578	7.6%
l	75186	5.8%
s	68932	5.3%
t	63252	4.8%
h	50873	3.9%
Other values (102)	315051	24.2%

Uppercase Letter

Value	Count	Frequency (%)
S	28975	8.6%
A	23825	7.1%
M	23811	7.1%
B	22735	6.8%
T	20601	6.1%
C	20200	6.0%
D	18406	5.5%
R	17470	5.2%
L	16591	4.9%
P	15597	4.6%
Other values (66)	128202	38.1%

Other Punctuation

Value	Count	Frequency (%)
;	43880	82.1%
.	3763	7.0%
&	2982	5.6%
'	1306	2.4%
"	548	1.0%
!	307	0.6%
,	285	0.5%
/	161	0.3%
:	154	0.3%
?	32	0.1%
Other values (9)	36	0.1%

Decimal Number

Value	Count	Frequency (%)
1	883	15.7%
2	816	14.5%
4	704	12.5%
3	682	12.1%
0	533	9.5%
7	452	8.0%
8	440	7.8%
6	414	7.4%
9	376	6.7%
5	323	5.7%

Close Punctuation

Value	Count	Frequency (%)
)	147	81.2%
]	24	13.3%
』	5	2.8%
）	3	1.7%
}	2	1.1%

Math Symbol

Value	Count	Frequency (%)
+	82	52.9%
=	48	31.0%
≠	23	14.8%
\|	1	0.6%
∆	1	0.6%

Other Symbol

Value	Count	Frequency (%)
☆	6	37.5%
™	5	31.2%
✦	2	12.5%
®	2	12.5%
✰	1	6.2%

Open Punctuation

Value	Count	Frequency (%)
(	147	82.1%
[	24	13.4%
『	5	2.8%
（	3	1.7%

Dash Punctuation

Value	Count	Frequency (%)
-	1988	95.5%
–	93	4.5%

Modifier Letter

Value	Count	Frequency (%)
ー	117	98.3%
々	2	1.7%

Final Punctuation

Value	Count	Frequency (%)
’	49	98.0%
”	1	2.0%

Initial Punctuation

Value	Count	Frequency (%)
‘	4	80.0%
“	1	20.0%

Space Separator

Value	Count	Frequency (%)
	142888	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	286	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	20	100.0%

Modifier Symbol

Value	Count	Frequency (%)
´	11	100.0%

Other Number

Value	Count	Frequency (%)
²	9	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1634882	88.5%
Common	205082	11.1%
Cyrillic	5788	0.3%
Han	1291	0.1%
Katakana	622	< 0.1%
Hiragana	97	< 0.1%
Greek	3	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
陳	33	2.6%
林	26	2.0%
峰	23	1.8%
張	20	1.5%
吳	19	1.5%
光	19	1.5%
青	18	1.4%
五	18	1.4%
人	18	1.4%
夜	17	1.3%
Other values (380)	1080	83.7%

Latin

Value	Count	Frequency (%)
a	163119	10.0%
e	147786	9.0%
i	111438	6.8%
n	105807	6.5%
o	103245	6.3%
r	99578	6.1%
l	75186	4.6%
s	68932	4.2%
t	63252	3.9%
h	50873	3.1%
Other values (120)	645666	39.5%

Common

Value	Count	Frequency (%)
	142888	69.7%
;	43880	21.4%
.	3763	1.8%
&	2982	1.5%
-	1988	1.0%
'	1306	0.6%
1	883	0.4%
2	816	0.4%
4	704	0.3%
3	682	0.3%
Other values (51)	5190	2.5%

Cyrillic

Value	Count	Frequency (%)
а	723	12.5%
о	436	7.5%
р	412	7.1%
и	388	6.7%
е	352	6.1%
н	338	5.8%
к	250	4.3%
в	246	4.3%
л	232	4.0%
с	200	3.5%
Other values (45)	2211	38.2%

Katakana

Value	Count	Frequency (%)
ス	63	10.1%
ル	59	9.5%
ズ	56	9.0%
ン	49	7.9%
ザ	43	6.9%
タ	42	6.8%
サ	41	6.6%
オ	41	6.6%
カ	19	3.1%
ミ	18	2.9%
Other values (35)	191	30.7%

Hiragana

Value	Count	Frequency (%)
さ	10	10.3%
り	8	8.2%
の	7	7.2%
か	6	6.2%
あ	6	6.2%
い	6	6.2%
な	6	6.2%
と	5	5.2%
ゆ	5	5.2%
も	4	4.1%
Other values (19)	34	35.1%

Greek

Value	Count	Frequency (%)
α	2	66.7%
μ	1	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1830296	99.1%
None	9363	0.5%
Cyrillic	5788	0.3%
CJK	1289	0.1%
Katakana	740	< 0.1%
Punctuation	149	< 0.1%
Hiragana	97	< 0.1%
Math Operators	24	< 0.1%
Misc Symbols	6	< 0.1%
Letterlike Symbols	5	< 0.1%
Other values (2)	8	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	163119	8.9%
e	147786	8.1%
	142888	7.8%
i	111438	6.1%
n	105807	5.8%
o	103245	5.6%
r	99578	5.4%
l	75186	4.1%
s	68932	3.8%
t	63252	3.5%
Other values (78)	749065	40.9%

None

Value	Count	Frequency (%)
é	1490	15.9%
ã	885	9.5%
á	718	7.7%
ö	693	7.4%
ó	587	6.3%
í	570	6.1%
ü	498	5.3%
ä	419	4.5%
ç	362	3.9%
ë	294	3.1%
Other values (80)	2847	30.4%

Cyrillic

Value	Count	Frequency (%)
а	723	12.5%
о	436	7.5%
р	412	7.1%
и	388	6.7%
е	352	6.1%
н	338	5.8%
к	250	4.3%
в	246	4.3%
л	232	4.0%
с	200	3.5%
Other values (45)	2211	38.2%

Katakana

Value	Count	Frequency (%)
ー	117	15.8%
ス	63	8.5%
ル	59	8.0%
ズ	56	7.6%
ン	49	6.6%
ザ	43	5.8%
タ	42	5.7%
サ	41	5.5%
オ	41	5.5%
カ	19	2.6%
Other values (37)	210	28.4%

Punctuation

Value	Count	Frequency (%)
–	93	62.4%
’	49	32.9%
‘	4	2.7%
•	1	0.7%
“	1	0.7%
”	1	0.7%

CJK

Value	Count	Frequency (%)
陳	33	2.6%
林	26	2.0%
峰	23	1.8%
張	20	1.6%
吳	19	1.5%
光	19	1.5%
青	18	1.4%
五	18	1.4%
人	18	1.4%
夜	17	1.3%
Other values (379)	1078	83.6%

Math Operators

Value	Count	Frequency (%)
≠	23	95.8%
∆	1	4.2%

Hiragana

Value	Count	Frequency (%)
さ	10	10.3%
り	8	8.2%
の	7	7.2%
か	6	6.2%
あ	6	6.2%
い	6	6.2%
な	6	6.2%
と	5	5.2%
ゆ	5	5.2%
も	4	4.1%
Other values (19)	34	35.1%

Misc Symbols

Value	Count	Frequency (%)
☆	6	100.0%

Letterlike Symbols

Value	Count	Frequency (%)
™	5	100.0%

Latin Ext Additional

Value	Count	Frequency (%)
ạ	3	60.0%
ọ	2	40.0%

Dingbats

Value	Count	Frequency (%)
✦	2	66.7%
✰	1	33.3%

nome_do_album
Text

Distinct	46589
Distinct (%)	41.1%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

Length

Max length	243
Median length	145
Mean length	20.097772
Min length	1

Characters and Unicode

Total characters	2280454
Distinct characters	2084
Distinct categories	22 ?
Distinct scripts	13 ?
Distinct blocks	22 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	28035 ?
Unique (%)	24.7%

Sample

1st row	Comedy
2nd row	Ghost (Acoustic)
3rd row	To Begin Again
4th row	Crazy Rich Asians (Original Motion Picture Soundtrack)
5th row	Hold On

Value	Count	Frequency (%)
the	11977	3.1%
	9111	2.3%
of	5206	1.3%
2022	3414	0.9%
vol	3243	0.8%
christmas	3202	0.8%
vivo	3185	0.8%
a	3145	0.8%
ao	2928	0.8%
de	2883	0.7%
Other values (35981)	341366	87.6%

Most occurring characters

Value	Count	Frequency (%)
	276192	12.1%
e	184181	8.1%
a	142113	6.2%
o	137781	6.0%
i	127050	5.6%
n	105672	4.6%
r	105362	4.6%
s	96110	4.2%
t	95959	4.2%
l	78622	3.4%
Other values (2074)	931412	40.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1490738	65.4%
Uppercase Letter	363192	15.9%
Space Separator	276192	12.1%
Decimal Number	50127	2.2%
Other Punctuation	32563	1.4%
Other Letter	21996	1.0%
Close Punctuation	18287	0.8%
Open Punctuation	18285	0.8%
Dash Punctuation	7169	0.3%
Math Symbol	828	< 0.1%
Other values (12)	1077	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
ン	399	1.8%
の	375	1.7%
的	288	1.3%
ル	287	1.3%
ト	255	1.2%
愛	233	1.1%
い	222	1.0%
ス	210	1.0%
我	193	0.9%
ク	179	0.8%
Other values (1728)	19355	88.0%

Lowercase Letter

Value	Count	Frequency (%)
e	184181	12.4%
a	142113	9.5%
o	137781	9.2%
i	127050	8.5%
n	105672	7.1%
r	105362	7.1%
s	96110	6.4%
t	95959	6.4%
l	78622	5.3%
u	52119	3.5%
Other values (128)	365769	24.5%

Uppercase Letter

Value	Count	Frequency (%)
S	30105	8.3%
T	27763	7.6%
A	26069	7.2%
M	22567	6.2%
C	22239	6.1%
P	19666	5.4%
R	18974	5.2%
B	17997	5.0%
E	17944	4.9%
D	17673	4.9%
Other values (91)	142195	39.2%

Other Punctuation

Value	Count	Frequency (%)
.	9127	28.0%
'	5165	15.9%
,	4843	14.9%
:	4386	13.5%
&	2535	7.8%
/	2100	6.4%
"	1604	4.9%
!	1243	3.8%
?	500	1.5%
#	247	0.8%
Other values (13)	813	2.5%

Nonspacing Mark

Value	Count	Frequency (%)
゙	57	52.3%
́	12	11.0%
̆	11	10.1%
゚	8	7.3%
̈	6	5.5%
ു	4	3.7%
്	3	2.8%
️	2	1.8%
̀	2	1.8%
ู	1	0.9%
Other values (3)	3	2.8%

Decimal Number

Value	Count	Frequency (%)
2	18718	37.3%
0	12424	24.8%
1	6960	13.9%
9	2611	5.2%
3	2405	4.8%
5	1886	3.8%
4	1464	2.9%
7	1292	2.6%
6	1209	2.4%
8	1158	2.3%

Math Symbol

Value	Count	Frequency (%)
+	299	36.1%
~	271	32.7%
\|	84	10.1%
>	69	8.3%
<	66	8.0%
=	19	2.3%
≠	10	1.2%
×	7	0.8%
÷	2	0.2%
∀	1	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	17309	94.7%
[	810	4.4%
《	53	0.3%
「	51	0.3%
『	43	0.2%
【	10	0.1%
{	8	< 0.1%
〔	1	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	17308	94.6%
]	813	4.4%
》	53	0.3%
」	51	0.3%
』	43	0.2%
】	10	0.1%
}	8	< 0.1%
〕	1	< 0.1%

Other Symbol

Value	Count	Frequency (%)
®	20	32.8%
°	17	27.9%
☆	14	23.0%
★	4	6.6%
♡	2	3.3%
❤	2	3.3%
●	1	1.6%
❀	1	1.6%

Dash Punctuation

Value	Count	Frequency (%)
-	6914	96.4%
〜	185	2.6%
–	59	0.8%
―	6	0.1%
—	4	0.1%
‐	1	< 0.1%

Modifier Symbol

Value	Count	Frequency (%)
´	30	90.9%
`	2	6.1%
˚	1	3.0%

Letter Number

Value	Count	Frequency (%)
Ⅱ	15	75.0%
Ⅲ	4	20.0%
〇	1	5.0%

Spacing Mark

Value	Count	Frequency (%)
േ	5	55.6%
ാ	3	33.3%
െ	1	11.1%

Modifier Letter

Value	Count	Frequency (%)
ー	396	95.2%
々	20	4.8%

Final Punctuation

Value	Count	Frequency (%)
’	203	81.5%
”	46	18.5%

Initial Punctuation

Value	Count	Frequency (%)
“	54	90.0%
‘	6	10.0%

Format

Value	Count	Frequency (%)
	14	87.5%
‬	2	12.5%

Space Separator

Value	Count	Frequency (%)
	276192	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	72	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	31	100.0%

Other Number

Value	Count	Frequency (%)
²	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1836583	80.5%
Common	404370	17.7%
Cyrillic	17300	0.8%
Han	13300	0.6%
Katakana	5077	0.2%
Hiragana	3504	0.2%
Inherited	100	< 0.1%
Greek	80	< 0.1%
Hangul	47	< 0.1%
Arabic	44	< 0.1%
Other values (3)	49	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
的	288	2.2%
愛	233	1.8%
我	193	1.5%
選	134	1.0%
精	132	1.0%
曲	132	1.0%
你	124	0.9%
劇	116	0.9%
人	110	0.8%
一	109	0.8%
Other values (1537)	11729	88.2%

Latin

Value	Count	Frequency (%)
e	184181	10.0%
a	142113	7.7%
o	137781	7.5%
i	127050	6.9%
n	105672	5.8%
r	105362	5.7%
s	96110	5.2%
t	95959	5.2%
l	78622	4.3%
u	52119	2.8%
Other values (144)	711614	38.7%

Common

Value	Count	Frequency (%)
	276192	68.3%
2	18718	4.6%
(	17309	4.3%
)	17308	4.3%
0	12424	3.1%
.	9127	2.3%
1	6960	1.7%
-	6914	1.7%
'	5165	1.3%
,	4843	1.2%
Other values (77)	29410	7.3%

Katakana

Value	Count	Frequency (%)
ン	399	7.9%
ル	287	5.7%
ト	255	5.0%
ス	210	4.1%
ク	179	3.5%
ア	169	3.3%
ラ	166	3.3%
イ	160	3.2%
リ	151	3.0%
ナ	145	2.9%
Other values (68)	2956	58.2%

Hiragana

Value	Count	Frequency (%)
の	375	10.7%
い	222	6.3%
た	173	4.9%
な	153	4.4%
し	143	4.1%
と	134	3.8%
て	127	3.6%
に	117	3.3%
る	110	3.1%
は	106	3.0%
Other values (60)	1844	52.6%

Cyrillic

Value	Count	Frequency (%)
е	1469	8.5%
а	1454	8.4%
о	1338	7.7%
н	1194	6.9%
с	1164	6.7%
и	1132	6.5%
т	830	4.8%
р	818	4.7%
л	681	3.9%
к	674	3.9%
Other values (53)	6546	37.8%

Greek

Value	Count	Frequency (%)
φ	27	33.8%
α	6	7.5%
Ξ	5	6.2%
ς	4	5.0%
μ	3	3.8%
Ψ	3	3.8%
ι	2	2.5%
ο	2	2.5%
Τ	2	2.5%
ν	2	2.5%
Other values (16)	24	30.0%

Malayalam

Value	Count	Frequency (%)
േ	5	13.2%
ന	4	10.5%
ു	4	10.5%
യ	3	7.9%
ാ	3	7.9%
്	3	7.9%
ത	2	5.3%
ര	2	5.3%
വ	2	5.3%
ശ	2	5.3%
Other values (8)	8	21.1%

Hangul

Value	Count	Frequency (%)
이	8	17.0%
신	6	12.8%
에	4	8.5%
사	4	8.5%
든	4	8.5%
잠	4	8.5%
당	4	8.5%
곡	2	4.3%
청	2	4.3%
공	2	4.3%
Other values (6)	7	14.9%

Arabic

Value	Count	Frequency (%)
ا	8	18.2%
ی	6	13.6%
چ	4	9.1%
ت	4	9.1%
ر	4	9.1%
و	4	9.1%
ه	4	9.1%
ک	4	9.1%
ل	4	9.1%
م	2	4.5%

Inherited

Value	Count	Frequency (%)
゙	57	57.0%
́	12	12.0%
̆	11	11.0%
゚	8	8.0%
̈	6	6.0%
️	2	2.0%
̀	2	2.0%
̃	1	1.0%
̊	1	1.0%

Thai

Value	Count	Frequency (%)
ู	1	20.0%
ก	1	20.0%
่	1	20.0%
ค	1	20.0%
แ	1	20.0%

Devanagari

Value	Count	Frequency (%)
न	6	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2225388	97.6%
Cyrillic	17300	0.8%
None	14493	0.6%
CJK	13279	0.6%
Katakana	5702	0.3%
Hiragana	3569	0.2%
Punctuation	450	< 0.1%
Hangul	47	< 0.1%
Arabic	44	< 0.1%
Malayalam	38	< 0.1%
Other values (12)	144	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	276192	12.4%
e	184181	8.3%
a	142113	6.4%
o	137781	6.2%
i	127050	5.7%
n	105672	4.7%
r	105362	4.7%
s	96110	4.3%
t	95959	4.3%
l	78622	3.5%
Other values (83)	876346	39.4%

Cyrillic

Value	Count	Frequency (%)
е	1469	8.5%
а	1454	8.4%
о	1338	7.7%
н	1194	6.9%
с	1164	6.7%
и	1132	6.5%
т	830	4.8%
р	818	4.7%
л	681	3.9%
к	674	3.9%
Other values (53)	6546	37.8%

None

Value	Count	Frequency (%)
ó	1193	8.2%
ã	1160	8.0%
á	1145	7.9%
é	1067	7.4%
ç	844	5.8%
ú	836	5.8%
ñ	739	5.1%
ü	725	5.0%
í	717	4.9%
ı	672	4.6%
Other values (132)	5395	37.2%

Katakana

Value	Count	Frequency (%)
ン	399	7.0%
ー	396	6.9%
ル	287	5.0%
ト	255	4.5%
・	229	4.0%
ス	210	3.7%
ク	179	3.1%
ア	169	3.0%
ラ	166	2.9%
イ	160	2.8%
Other values (70)	3252	57.0%

Hiragana

Value	Count	Frequency (%)
の	375	10.5%
い	222	6.2%
た	173	4.8%
な	153	4.3%
し	143	4.0%
と	134	3.8%
て	127	3.6%
に	117	3.3%
る	110	3.1%
は	106	3.0%
Other values (62)	1909	53.5%

CJK

Value	Count	Frequency (%)
的	288	2.2%
愛	233	1.8%
我	193	1.5%
選	134	1.0%
精	132	1.0%
曲	132	1.0%
你	124	0.9%
劇	116	0.9%
人	110	0.8%
一	109	0.8%
Other values (1535)	11708	88.2%

Punctuation

Value	Count	Frequency (%)
’	203	45.1%
–	59	13.1%
“	54	12.0%
…	46	10.2%
”	46	10.2%
	14	3.1%
‘	6	1.3%
―	6	1.3%
•	6	1.3%
—	4	0.9%
Other values (3)	6	1.3%

IPA Ext

Value	Count	Frequency (%)
ə	20	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	15	78.9%
Ⅲ	4	21.1%

Misc Symbols

Value	Count	Frequency (%)
☆	14	70.0%
★	4	20.0%
♡	2	10.0%

Diacriticals

Value	Count	Frequency (%)
́	12	36.4%
̆	11	33.3%
̈	6	18.2%
̀	2	6.1%
̃	1	3.0%
̊	1	3.0%

Math Operators

Value	Count	Frequency (%)
≠	10	90.9%
∀	1	9.1%

Hangul

Value	Count	Frequency (%)
이	8	17.0%
신	6	12.8%
에	4	8.5%
사	4	8.5%
든	4	8.5%
잠	4	8.5%
당	4	8.5%
곡	2	4.3%
청	2	4.3%
공	2	4.3%
Other values (6)	7	14.9%

Arabic

Value	Count	Frequency (%)
ا	8	18.2%
ی	6	13.6%
چ	4	9.1%
ت	4	9.1%
ر	4	9.1%
و	4	9.1%
ه	4	9.1%
ک	4	9.1%
ل	4	9.1%
م	2	4.5%

Devanagari

Value	Count	Frequency (%)
न	6	100.0%

Latin Ext Additional

Value	Count	Frequency (%)
ộ	6	26.1%
ạ	6	26.1%
ứ	3	13.0%
ỉ	2	8.7%
ể	2	8.7%
ồ	2	8.7%
ặ	2	8.7%

Malayalam

Value	Count	Frequency (%)
േ	5	13.2%
ന	4	10.5%
ു	4	10.5%
യ	3	7.9%
ാ	3	7.9%
്	3	7.9%
ത	2	5.3%
ര	2	5.3%
വ	2	5.3%
ശ	2	5.3%
Other values (8)	8	21.1%

Dingbats

Value	Count	Frequency (%)
❤	2	66.7%
❀	1	33.3%

VS

Value	Count	Frequency (%)
️	2	100.0%

Geometric Shapes

Value	Count	Frequency (%)
●	1	100.0%

Thai

Value	Count	Frequency (%)
ู	1	20.0%
ก	1	20.0%
่	1	20.0%
ค	1	20.0%
แ	1	20.0%

Modifier Letters

Value	Count	Frequency (%)
˚	1	100.0%

nome_da_faixa
Text

Distinct	73608
Distinct (%)	64.9%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

Length

Max length	511
Median length	146
Mean length	17.961258
Min length	1

Characters and Unicode

Total characters	2038028
Distinct characters	2417
Distinct categories	23 ?
Distinct scripts	13 ?
Distinct blocks	25 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	55979 ?
Unique (%)	49.3%

Sample

1st row	Comedy
2nd row	Ghost - Acoustic
3rd row	To Begin Again
4th row	Can't Help Falling In Love
5th row	Hold On

Value	Count	Frequency (%)
	19536	5.1%
the	9421	2.5%
you	4270	1.1%
me	3695	1.0%
a	3676	1.0%
of	3588	0.9%
i	3384	0.9%
vivo	3157	0.8%
in	3121	0.8%
remix	2966	0.8%
Other values (50550)	326490	85.2%

Most occurring characters

Value	Count	Frequency (%)
	269836	13.2%
e	173975	8.5%
a	135500	6.6%
o	121669	6.0%
i	108762	5.3%
n	93383	4.6%
r	91562	4.5%
t	81371	4.0%
s	67390	3.3%
l	62825	3.1%
Other values (2407)	831755	40.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1314294	64.5%
Uppercase Letter	340214	16.7%
Space Separator	269836	13.2%
Other Punctuation	29912	1.5%
Other Letter	23163	1.1%
Decimal Number	21098	1.0%
Dash Punctuation	17746	0.9%
Open Punctuation	9981	0.5%
Close Punctuation	9978	0.5%
Modifier Letter	616	< 0.1%
Other values (13)	1190	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
の	486	2.1%
ン	431	1.9%
的	342	1.5%
イ	305	1.3%
い	282	1.2%
你	236	1.0%
愛	228	1.0%
ス	219	0.9%
な	216	0.9%
ル	216	0.9%
Other values (2056)	20202	87.2%

Lowercase Letter

Value	Count	Frequency (%)
e	173975	13.2%
a	135500	10.3%
o	121669	9.3%
i	108762	8.3%
n	93383	7.1%
r	91562	7.0%
t	81371	6.2%
s	67390	5.1%
l	62825	4.8%
u	47409	3.6%
Other values (135)	330448	25.1%

Uppercase Letter

Value	Count	Frequency (%)
S	27641	8.1%
T	25226	7.4%
M	24404	7.2%
A	24146	7.1%
L	18681	5.5%
C	18030	5.3%
R	17691	5.2%
D	17341	5.1%
B	16720	4.9%
I	15089	4.4%
Other values (84)	135245	39.8%

Other Punctuation

Value	Count	Frequency (%)
.	7238	24.2%
'	6594	22.0%
,	4452	14.9%
"	3475	11.6%
/	2363	7.9%
:	1896	6.3%
&	1460	4.9%
!	1108	3.7%
?	776	2.6%
・	169	0.6%
Other values (11)	381	1.3%

Nonspacing Mark

Value	Count	Frequency (%)
́	50	36.0%
゙	26	18.7%
̃	14	10.1%
̧	12	8.6%
̈	9	6.5%
̂	7	5.0%
゚	5	3.6%
̆	5	3.6%
̊	3	2.2%
️	2	1.4%
Other values (5)	6	4.3%

Decimal Number

Value	Count	Frequency (%)
0	4852	23.0%
2	4732	22.4%
1	3847	18.2%
9	2010	9.5%
3	1076	5.1%
4	1069	5.1%
5	1023	4.8%
8	865	4.1%
7	839	4.0%
6	785	3.7%

Math Symbol

Value	Count	Frequency (%)
+	89	36.3%
~	52	21.2%
\|	51	20.8%
=	20	8.2%
>	16	6.5%
<	12	4.9%
→	2	0.8%
∀	1	0.4%
≠	1	0.4%
×	1	0.4%

Open Punctuation

Value	Count	Frequency (%)
(	9508	95.3%
[	354	3.5%
《	76	0.8%
「	35	0.4%
『	3	< 0.1%
【	2	< 0.1%
〔	1	< 0.1%
{	1	< 0.1%
„	1	< 0.1%

Other Symbol

Value	Count	Frequency (%)
°	11	28.9%
☆	11	28.9%
♡	8	21.1%
❤	2	5.3%
®	2	5.3%
●	1	2.6%
⌘	1	2.6%
★	1	2.6%
△	1	2.6%

Close Punctuation

Value	Count	Frequency (%)
)	9507	95.3%
]	353	3.5%
》	76	0.8%
」	35	0.4%
』	3	< 0.1%
】	2	< 0.1%
〕	1	< 0.1%
}	1	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	17596	99.2%
〜	112	0.6%
–	26	0.1%
—	10	0.1%
―	2	< 0.1%

Modifier Symbol

Value	Count	Frequency (%)
´	62	80.5%
`	13	16.9%
˙	1	1.3%
^	1	1.3%

Final Punctuation

Value	Count	Frequency (%)
’	405	88.2%
”	45	9.8%
»	9	2.0%

Initial Punctuation

Value	Count	Frequency (%)
‘	68	53.1%
“	51	39.8%
«	9	7.0%

Format

Value	Count	Frequency (%)
‬	8	80.0%
‌	1	10.0%
	1	10.0%

Modifier Letter

Value	Count	Frequency (%)
ー	603	97.9%
々	13	2.1%

Currency Symbol

Value	Count	Frequency (%)
$	56	98.2%
₿	1	1.8%

Letter Number

Value	Count	Frequency (%)
Ⅱ	2	66.7%
〇	1	33.3%

Other Number

Value	Count	Frequency (%)
½	2	66.7%
²	1	33.3%

Space Separator

Value	Count	Frequency (%)
	269836	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	29	100.0%

Private Use

Value	Count	Frequency (%)
	1	100.0%

Control

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1643665	80.6%
Common	360200	17.7%
Han	13743	0.7%
Cyrillic	10810	0.5%
Katakana	5060	0.2%
Hiragana	4270	0.2%
Inherited	138	< 0.1%
Hangul	66	< 0.1%
Greek	42	< 0.1%
Arabic	26	< 0.1%
Other values (3)	8	< 0.1%

Most frequent character per script

Han

Value	Count	Frequency (%)
的	342	2.5%
你	236	1.7%
愛	228	1.7%
我	207	1.5%
曲	202	1.5%
人	201	1.5%
一	158	1.1%
不	131	1.0%
劇	121	0.9%
天	114	0.8%
Other values (1836)	11803	85.9%

Latin

Value	Count	Frequency (%)
e	173975	10.6%
a	135500	8.2%
o	121669	7.4%
i	108762	6.6%
n	93383	5.7%
r	91562	5.6%
t	81371	5.0%
s	67390	4.1%
l	62825	3.8%
u	47409	2.9%
Other values (144)	659819	40.1%

Common

Value	Count	Frequency (%)
	269836	74.9%
-	17596	4.9%
(	9508	2.6%
)	9507	2.6%
.	7238	2.0%
'	6594	1.8%
0	4852	1.3%
2	4732	1.3%
,	4452	1.2%
1	3847	1.1%
Other values (82)	22038	6.1%

Katakana

Value	Count	Frequency (%)
ン	431	8.5%
イ	305	6.0%
ス	219	4.3%
ル	216	4.3%
ラ	204	4.0%
ト	165	3.3%
ア	147	2.9%
シ	141	2.8%
ク	133	2.6%
リ	132	2.6%
Other values (69)	2967	58.6%

Hiragana

Value	Count	Frequency (%)
の	486	11.4%
い	282	6.6%
な	216	5.1%
た	163	3.8%
に	134	3.1%
て	132	3.1%
る	129	3.0%
か	122	2.9%
ら	118	2.8%
し	111	2.6%
Other values (63)	2377	55.7%

Cyrillic

Value	Count	Frequency (%)
а	947	8.8%
о	899	8.3%
е	822	7.6%
и	649	6.0%
н	607	5.6%
р	539	5.0%
т	498	4.6%
л	460	4.3%
с	456	4.2%
к	393	3.6%
Other values (53)	4540	42.0%

Hangul

Value	Count	Frequency (%)
강	3	4.5%
일	3	4.5%
이	3	4.5%
속	2	3.0%
남	2	3.0%
스	2	3.0%
타	2	3.0%
면	2	3.0%
오	2	3.0%
신	2	3.0%
Other values (38)	43	65.2%

Greek

Value	Count	Frequency (%)
ο	4	9.5%
Ψ	3	7.1%
τ	3	7.1%
ι	3	7.1%
Χ	3	7.1%
Ξ	3	7.1%
Σ	3	7.1%
φ	2	4.8%
ε	2	4.8%
Δ	1	2.4%
Other values (15)	15	35.7%

Arabic

Value	Count	Frequency (%)
د	4	15.4%
ر	3	11.5%
م	3	11.5%
ع	2	7.7%
ن	2	7.7%
ا	2	7.7%
ب	1	3.8%
ه	1	3.8%
ق	1	3.8%
س	1	3.8%
Other values (6)	6	23.1%

Inherited

Value	Count	Frequency (%)
́	50	36.2%
゙	26	18.8%
̃	14	10.1%
̧	12	8.7%
̈	9	6.5%
̂	7	5.1%
゚	5	3.6%
̆	5	3.6%
̊	3	2.2%
️	2	1.4%
Other values (4)	5	3.6%

Thai

Value	Count	Frequency (%)
แ	1	20.0%
ค	1	20.0%
่	1	20.0%
ู	1	20.0%
ก	1	20.0%

Devanagari

Value	Count	Frequency (%)
न	2	100.0%

Unknown

Value	Count	Frequency (%)
	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1987940	97.5%
None	14501	0.7%
CJK	13729	0.7%
Cyrillic	10810	0.5%
Katakana	5832	0.3%
Hiragana	4301	0.2%
Punctuation	653	< 0.1%
Diacriticals	104	< 0.1%
Hangul	66	< 0.1%
Arabic	26	< 0.1%
Other values (15)	66	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	269836	13.6%
e	173975	8.8%
a	135500	6.8%
o	121669	6.1%
i	108762	5.5%
n	93383	4.7%
r	91562	4.6%
t	81371	4.1%
s	67390	3.4%
l	62825	3.2%
Other values (84)	781667	39.3%

None

Value	Count	Frequency (%)
é	1538	10.6%
ã	1400	9.7%
á	1110	7.7%
ó	1095	7.6%
í	894	6.2%
ç	842	5.8%
ä	662	4.6%
ê	604	4.2%
ı	588	4.1%
ü	574	4.0%
Other values (137)	5194	35.8%

Cyrillic

Value	Count	Frequency (%)
а	947	8.8%
о	899	8.3%
е	822	7.6%
и	649	6.0%
н	607	5.6%
р	539	5.0%
т	498	4.6%
л	460	4.3%
с	456	4.2%
к	393	3.6%
Other values (53)	4540	42.0%

Katakana

Value	Count	Frequency (%)
ー	603	10.3%
ン	431	7.4%
イ	305	5.2%
ス	219	3.8%
ル	216	3.7%
ラ	204	3.5%
・	169	2.9%
ト	165	2.8%
ア	147	2.5%
シ	141	2.4%
Other values (71)	3232	55.4%

Hiragana

Value	Count	Frequency (%)
の	486	11.3%
い	282	6.6%
な	216	5.0%
た	163	3.8%
に	134	3.1%
て	132	3.1%
る	129	3.0%
か	122	2.8%
ら	118	2.7%
し	111	2.6%
Other values (65)	2408	56.0%

Punctuation

Value	Count	Frequency (%)
’	405	62.0%
‘	68	10.4%
“	51	7.8%
”	45	6.9%
…	36	5.5%
–	26	4.0%
—	10	1.5%
‬	8	1.2%
―	2	0.3%
‌	1	0.2%

CJK

Value	Count	Frequency (%)
的	342	2.5%
你	236	1.7%
愛	228	1.7%
我	207	1.5%
曲	202	1.5%
人	201	1.5%
一	158	1.2%
不	131	1.0%
劇	121	0.9%
天	114	0.8%
Other values (1834)	11789	85.9%

Diacriticals

Value	Count	Frequency (%)
́	50	48.1%
̃	14	13.5%
̧	12	11.5%
̈	9	8.7%
̂	7	6.7%
̆	5	4.8%
̊	3	2.9%
̀	2	1.9%
̌	1	1.0%
̇	1	1.0%

Misc Symbols

Value	Count	Frequency (%)
☆	11	55.0%
♡	8	40.0%
★	1	5.0%

IPA Ext

Value	Count	Frequency (%)
ə	10	100.0%

Arabic

Value	Count	Frequency (%)
د	4	15.4%
ر	3	11.5%
م	3	11.5%
ع	2	7.7%
ن	2	7.7%
ا	2	7.7%
ب	1	3.8%
ه	1	3.8%
ق	1	3.8%
س	1	3.8%
Other values (6)	6	23.1%

Hangul

Value	Count	Frequency (%)
강	3	4.5%
일	3	4.5%
이	3	4.5%
속	2	3.0%
남	2	3.0%
스	2	3.0%
타	2	3.0%
면	2	3.0%
오	2	3.0%
신	2	3.0%
Other values (38)	43	65.2%

Latin Ext Additional

Value	Count	Frequency (%)
ứ	3	23.1%
ặ	2	15.4%
ộ	2	15.4%
ồ	2	15.4%
ạ	2	15.4%
ớ	2	15.4%

Devanagari

Value	Count	Frequency (%)
न	2	100.0%

Dingbats

Value	Count	Frequency (%)
❤	2	100.0%

VS

Value	Count	Frequency (%)
️	2	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅱ	2	100.0%

Arrows

Value	Count	Frequency (%)
→	2	100.0%

Geometric Shapes

Value	Count	Frequency (%)
●	1	50.0%
△	1	50.0%

Misc Technical

Value	Count	Frequency (%)
⌘	1	100.0%

Thai

Value	Count	Frequency (%)
แ	1	20.0%
ค	1	20.0%
่	1	20.0%
ู	1	20.0%
ก	1	20.0%

Currency Symbols

Value	Count	Frequency (%)
₿	1	100.0%

PUA

Value	Count	Frequency (%)
	1	100.0%

Math Operators

Value	Count	Frequency (%)
∀	1	50.0%
≠	1	50.0%

Modifier Letters

Value	Count	Frequency (%)
˙	1	100.0%

popularidade
Real number (ℝ)

ZEROS

Distinct	101
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33.314802

Minimum	0
Maximum	100
Zeros	15830
Zeros (%)	14.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	17
median	35
Q3	50
95-th percentile	69
Maximum	100
Range	100
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	22.278127
Coefficient of variation (CV)	0.66871558
Kurtosis	-0.92331704
Mean	33.314802
Median Absolute Deviation (MAD)	16
Skewness	0.042696446
Sum	3780164
Variance	496.31496
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	15830	14.0%
22	2347	2.1%
21	2331	2.1%
44	2286	2.0%
23	2114	1.9%
1	2114	1.9%
20	2093	1.8%
43	2070	1.8%
45	2001	1.8%
41	1993	1.8%
Other values (91)	78289	69.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	15830	14.0%
1	2114	1.9%
2	1023	0.9%
3	570	0.5%
4	377	0.3%
5	592	0.5%
6	419	0.4%
7	455	0.4%
8	538	0.5%
9	522	0.5%

Value	Count	Frequency (%)
100	2	< 0.1%
99	1	< 0.1%
98	7	< 0.1%
97	8	< 0.1%
96	7	< 0.1%
95	5	< 0.1%
94	7	< 0.1%
93	12	< 0.1%
92	9	< 0.1%
91	10	< 0.1%

duracao_ms
Real number (ℝ)

Distinct	50696
Distinct (%)	44.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	228094.46

Minimum	8586
Maximum	5237295
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	8586
5-th percentile	117134.05
Q1	174182.75
median	213004.5
Q3	261600
95-th percentile	387168.3
Maximum	5237295
Range	5228709
Interquartile range (IQR)	87417.25

Descriptive statistics

Standard deviation	106436.94
Coefficient of variation (CV)	0.46663537
Kurtosis	338.52713
Mean	228094.46
Median Absolute Deviation (MAD)	42694.5
Skewness	10.814632
Sum	2.5881422 × 10¹⁰
Variance	1.1328823 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
162897	146	0.1%
180000	104	0.1%
192000	91	0.1%
240000	84	0.1%
118840	74	0.1%
227520	71	0.1%
172342	70	0.1%
131733	69	0.1%
243057	66	0.1%
175986	63	0.1%
Other values (50686)	112630	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
8586	1	< 0.1%
13386	1	< 0.1%
15800	1	< 0.1%
17453	1	< 0.1%
17826	2	< 0.1%
21120	1	< 0.1%
21240	1	< 0.1%
22266	1	< 0.1%
23506	2	< 0.1%
24000	1	< 0.1%

Value	Count	Frequency (%)
5237295	1	< 0.1%
4789026	1	< 0.1%
4730302	1	< 0.1%
4563897	1	< 0.1%
4447520	1	< 0.1%
4339826	1	< 0.1%
4334721	1	< 0.1%
4246206	1	< 0.1%
4120258	1	< 0.1%
3876276	2	< 0.1%

explicito
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	997.3 KiB

False	103756
True	9712

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
False	103756	91.4%
True	9712	8.6%

dancabilidade
Real number (ℝ)

Distinct	1174
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.56696319

Minimum	0
Maximum	0.985
Zeros	157
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0.25
Q1	0.456
median	0.58
Q3	0.695
95-th percentile	0.824
Maximum	0.985
Range	0.985
Interquartile range (IQR)	0.239

Descriptive statistics

Standard deviation	0.17341564
Coefficient of variation (CV)	0.30586755
Kurtosis	-0.1807179
Mean	0.56696319
Median Absolute Deviation (MAD)	0.119
Skewness	-0.40016193
Sum	64332.179
Variance	0.030072985
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.647	430	0.4%
0.609	355	0.3%
0.579	346	0.3%
0.602	331	0.3%
0.685	331	0.3%
0.689	313	0.3%
0.524	313	0.3%
0.598	312	0.3%
0.607	306	0.3%
0.631	305	0.3%
Other values (1164)	110126	97.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	157	0.1%
0.0513	1	< 0.1%
0.0532	1	< 0.1%
0.0545	1	< 0.1%
0.0548	1	< 0.1%
0.055	1	< 0.1%
0.0555	1	< 0.1%
0.0558	1	< 0.1%
0.0562	1	< 0.1%
0.0565	2	< 0.1%

Value	Count	Frequency (%)
0.985	1	< 0.1%
0.984	1	< 0.1%
0.983	1	< 0.1%
0.982	1	< 0.1%
0.981	2	< 0.1%
0.98	2	< 0.1%
0.979	2	< 0.1%
0.978	3	< 0.1%
0.977	1	< 0.1%
0.976	4	< 0.1%

energia
Real number (ℝ)

HIGH CORRELATION

Distinct	2083
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.64207052

Minimum	0
Maximum	1
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0.156
Q1	0.473
median	0.685
Q3	0.854
95-th percentile	0.969
Maximum	1
Range	1
Interquartile range (IQR)	0.381

Descriptive statistics

Standard deviation	0.25110026
Coefficient of variation (CV)	0.39107895
Kurtosis	-0.52039204
Mean	0.64207052
Median Absolute Deviation (MAD)	0.186
Skewness	-0.59831161
Sum	72854.457
Variance	0.063051341
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.876	318	0.3%
0.937	269	0.2%
0.931	261	0.2%
0.886	256	0.2%
0.948	254	0.2%
0.961	253	0.2%
0.858	253	0.2%
0.801	253	0.2%
0.92	239	0.2%
0.979	237	0.2%
Other values (2073)	110875	97.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
1.95 × 10^-5	1	< 0.1%
2.01 × 10^-5	13	< 0.1%
2.02 × 10^-5	4	< 0.1%
2.03 × 10^-5	34	< 0.1%
2.82 × 10^-5	1	< 0.1%
3.05 × 10^-5	1	< 0.1%
3.61 × 10^-5	1	< 0.1%
4.28 × 10^-5	3	< 0.1%
5.9 × 10^-5	2	< 0.1%

Value	Count	Frequency (%)
1	28	< 0.1%
0.999	100	0.1%
0.998	149	0.1%
0.997	164	0.1%
0.996	158	0.1%
0.995	229	0.2%
0.994	172	0.2%
0.993	183	0.2%
0.992	161	0.1%
0.991	200	0.2%

chave
Real number (ℝ)

ZEROS

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.3088977

Minimum	0
Maximum	11
Zeros	13000
Zeros (%)	11.5%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	8
95-th percentile	11
Maximum	11
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.5601779
Coefficient of variation (CV)	0.67060587
Kurtosis	-1.2766873
Mean	5.3088977
Median Absolute Deviation (MAD)	3
Skewness	-0.0084148854
Sum	602390
Variance	12.674867
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
7	13196	11.6%
0	13000	11.5%
2	11590	10.2%
9	11258	9.9%
1	10732	9.5%
5	9320	8.2%
11	9242	8.1%
4	8966	7.9%
6	7880	6.9%
10	7418	6.5%
Other values (2)	10866	9.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	13000	11.5%
1	10732	9.5%
2	11590	10.2%
3	3546	3.1%
4	8966	7.9%
5	9320	8.2%
6	7880	6.9%
7	13196	11.6%
8	7320	6.5%
9	11258	9.9%

Value	Count	Frequency (%)
11	9242	8.1%
10	7418	6.5%
9	11258	9.9%
8	7320	6.5%
7	13196	11.6%
6	7880	6.9%
5	9320	8.2%
4	8966	7.9%
3	3546	3.1%
2	11590	10.2%

volume
Real number (ℝ)

HIGH CORRELATION

Distinct	19480
Distinct (%)	17.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-8.2445195

Minimum	-49.531
Maximum	4.532
Zeros	0
Zeros (%)	0.0%
Negative	113378
Negative (%)	99.9%
Memory size	1.7 MiB

Quantile statistics

Minimum	-49.531
5-th percentile	-17.999
Q1	-9.99925
median	-6.998
Q3	-5.001
95-th percentile	-2.973
Maximum	4.532
Range	54.063
Interquartile range (IQR)	4.99825

Descriptive statistics

Standard deviation	5.012435
Coefficient of variation (CV)	-0.60797176
Kurtosis	5.9591493
Mean	-8.2445195
Median Absolute Deviation (MAD)	2.338
Skewness	-2.0130362
Sum	-935489.14
Variance	25.124505
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-5.662	175	0.2%
-4.457	85	0.1%
-9.336	84	0.1%
-7.57	76	0.1%
-8.871	74	0.1%
-4.034	72	0.1%
-3.725	71	0.1%
-4.324	70	0.1%
-12.472	64	0.1%
-6.196	63	0.1%
Other values (19470)	112634	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-49.531	1	< 0.1%
-49.307	1	< 0.1%
-46.591	1	< 0.1%
-46.251	1	< 0.1%
-43.957	1	< 0.1%
-43.943	1	< 0.1%
-43.714	1	< 0.1%
-43.504	1	< 0.1%
-43.303	1	< 0.1%
-43.046	3	< 0.1%

Value	Count	Frequency (%)
4.532	1	< 0.1%
3.156	1	< 0.1%
2.574	1	< 0.1%
1.864	1	< 0.1%
1.821	1	< 0.1%
1.795	1	< 0.1%
1.7	1	< 0.1%
1.682	1	< 0.1%
1.673	1	< 0.1%
1.416	1	< 0.1%

modo
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

1	72393
0	41075

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	113468
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	72393	63.8%
0	41075	36.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	72393	63.8%
0	41075	36.2%

Most occurring characters

Value	Count	Frequency (%)
1	72393	63.8%
0	41075	36.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	113468	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	72393	63.8%
0	41075	36.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	113468	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	72393	63.8%
0	41075	36.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	113468	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	72393	63.8%
0	41075	36.2%

fala
Real number (ℝ)

Distinct	1489
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.084656995

Minimum	0
Maximum	0.965
Zeros	157
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0282
Q1	0.0359
median	0.0489
Q3	0.0845
95-th percentile	0.268
Maximum	0.965
Range	0.965
Interquartile range (IQR)	0.0486

Descriptive statistics

Standard deviation	0.10575962
Coefficient of variation (CV)	1.2492721
Kurtosis	28.812923
Mean	0.084656995
Median Absolute Deviation (MAD)	0.0165
Skewness	4.6468184
Sum	9605.8599
Variance	0.011185098
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0323	398	0.4%
0.0324	374	0.3%
0.0322	373	0.3%
0.0328	361	0.3%
0.0295	356	0.3%
0.0321	350	0.3%
0.033	347	0.3%
0.0367	343	0.3%
0.0326	340	0.3%
0.0306	331	0.3%
Other values (1479)	109895	96.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	157	0.1%
0.0221	3	< 0.1%
0.0222	1	< 0.1%
0.0223	3	< 0.1%
0.0225	2	< 0.1%
0.0226	2	< 0.1%
0.0227	3	< 0.1%
0.0228	5	< 0.1%
0.0229	1	< 0.1%
0.023	9	< 0.1%

Value	Count	Frequency (%)
0.965	1	< 0.1%
0.963	2	< 0.1%
0.962	6	< 0.1%
0.961	2	< 0.1%
0.96	3	< 0.1%
0.959	6	< 0.1%
0.958	6	< 0.1%
0.957	8	< 0.1%
0.956	7	< 0.1%
0.955	11	< 0.1%

acustica
Real number (ℝ)

HIGH CORRELATION

Distinct	5061
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.31413804

Minimum	0
Maximum	0.996
Zeros	39
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0.000145
Q1	0.0168
median	0.168
Q3	0.596
95-th percentile	0.947
Maximum	0.996
Range	0.996
Interquartile range (IQR)	0.5792

Descriptive statistics

Standard deviation	0.33196225
Coefficient of variation (CV)	1.0567401
Kurtosis	-0.94441297
Mean	0.31413804
Median Absolute Deviation (MAD)	0.16652
Skewness	0.72979809
Sum	35644.615
Variance	0.11019893
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.995	292	0.3%
0.993	260	0.2%
0.994	259	0.2%
0.992	241	0.2%
0.991	215	0.2%
0.881	204	0.2%
0.131	201	0.2%
0.108	193	0.2%
0.107	188	0.2%
0.99	184	0.2%
Other values (5051)	111231	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	39	< 0.1%
1 × 10^-6	1	< 0.1%
1.01 × 10^-6	4	< 0.1%
1.02 × 10^-6	1	< 0.1%
1.03 × 10^-6	2	< 0.1%
1.04 × 10^-6	4	< 0.1%
1.06 × 10^-6	5	< 0.1%
1.07 × 10^-6	4	< 0.1%
1.08 × 10^-6	2	< 0.1%
1.09 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
0.996	102	0.1%
0.995	292	0.3%
0.994	259	0.2%
0.993	260	0.2%
0.992	241	0.2%
0.991	215	0.2%
0.99	184	0.2%
0.989	172	0.2%
0.988	148	0.1%
0.987	154	0.1%

instrumentalidade
Real number (ℝ)

ZEROS

Distinct	5346
Distinct (%)	4.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.15568918

Minimum	0
Maximum	1
Zeros	38621
Zeros (%)	34.0%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	4.125 × 10^-5
Q3	0.0486
95-th percentile	0.904
Maximum	1
Range	1
Interquartile range (IQR)	0.0486

Descriptive statistics

Standard deviation	0.30922188
Coefficient of variation (CV)	1.9861488
Kurtosis	1.2837437
Mean	0.15568918
Median Absolute Deviation (MAD)	4.125 × 10^-5
Skewness	1.7379307
Sum	17665.74
Variance	0.095618172
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	38621	34.0%
3.59 × 10^-5	166	0.1%
0.905	122	0.1%
0.895	121	0.1%
0.934	120	0.1%
0.922	118	0.1%
0.000141	115	0.1%
0.913	114	0.1%
0.911	113	0.1%
0.9	112	0.1%
Other values (5336)	73746	65.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	38621	34.0%
1 × 10^-6	32	< 0.1%
1.01 × 10^-6	46	< 0.1%
1.02 × 10^-6	36	< 0.1%
1.03 × 10^-6	34	< 0.1%
1.04 × 10^-6	50	< 0.1%
1.05 × 10^-6	39	< 0.1%
1.06 × 10^-6	49	< 0.1%
1.07 × 10^-6	56	< 0.1%
1.08 × 10^-6	47	< 0.1%

Value	Count	Frequency (%)
1	13	< 0.1%
0.999	22	< 0.1%
0.998	6	< 0.1%
0.997	11	< 0.1%
0.996	4	< 0.1%
0.995	15	< 0.1%
0.994	4	< 0.1%
0.993	9	< 0.1%
0.992	11	< 0.1%
0.991	12	< 0.1%

vivacidade
Real number (ℝ)

Distinct	1722
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2136349

Minimum	0
Maximum	1
Zeros	2
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0.0606
Q1	0.098
median	0.132
Q3	0.273
95-th percentile	0.681
Maximum	1
Range	1
Interquartile range (IQR)	0.175

Descriptive statistics

Standard deviation	0.19047906
Coefficient of variation (CV)	0.89161022
Kurtosis	4.3753205
Mean	0.2136349
Median Absolute Deviation (MAD)	0.051
Skewness	2.1053263
Sum	24240.725
Variance	0.036282273
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.108	1344	1.2%
0.111	1314	1.2%
0.109	1192	1.1%
0.11	1172	1.0%
0.105	1110	1.0%
0.107	1096	1.0%
0.103	1091	1.0%
0.106	1061	0.9%
0.112	1054	0.9%
0.113	999	0.9%
Other values (1712)	102035	89.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	< 0.1%
0.00925	1	< 0.1%
0.00986	1	< 0.1%
0.0112	1	< 0.1%
0.0114	1	< 0.1%
0.0116	1	< 0.1%
0.0118	1	< 0.1%
0.0133	1	< 0.1%
0.0136	1	< 0.1%
0.0137	1	< 0.1%

Value	Count	Frequency (%)
1	2	< 0.1%
0.997	1	< 0.1%
0.995	1	< 0.1%
0.994	3	< 0.1%
0.993	2	< 0.1%
0.992	9	< 0.1%
0.991	4	< 0.1%
0.99	11	< 0.1%
0.989	17	< 0.1%
0.988	17	< 0.1%

valencia
Real number (ℝ)

Distinct	1790
Distinct (%)	1.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.47424942

Minimum	0
Maximum	0.995
Zeros	176
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	0.071
Q1	0.26
median	0.464
Q3	0.683
95-th percentile	0.911
Maximum	0.995
Range	0.995
Interquartile range (IQR)	0.423

Descriptive statistics

Standard deviation	0.2592195
Coefficient of variation (CV)	0.54658898
Kurtosis	-1.0272867
Mean	0.47424942
Median Absolute Deviation (MAD)	0.212
Skewness	0.11456871
Sum	53812.133
Variance	0.067194751
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.961	299	0.3%
0.304	245	0.2%
0.717	231	0.2%
0.962	230	0.2%
0.324	223	0.2%
0.963	214	0.2%
0.365	205	0.2%
0.55	205	0.2%
0.949	203	0.2%
0.202	199	0.2%
Other values (1780)	111214	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	176	0.2%
1 × 10^-5	129	0.1%
0.000322	1	< 0.1%
0.000378	1	< 0.1%
0.000667	1	< 0.1%
0.000673	1	< 0.1%
0.000755	1	< 0.1%
0.000781	1	< 0.1%
0.00084	1	< 0.1%
0.000885	1	< 0.1%

Value	Count	Frequency (%)
0.995	1	< 0.1%
0.994	1	< 0.1%
0.993	3	< 0.1%
0.992	4	< 0.1%
0.991	3	< 0.1%
0.99	1	< 0.1%
0.989	1	< 0.1%
0.988	4	< 0.1%
0.987	2	< 0.1%
0.986	1	< 0.1%

tempo
Real number (ℝ)

Distinct	45652
Distinct (%)	40.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	122.17905

Minimum	0
Maximum	243.372
Zeros	157
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	1.7 MiB

Quantile statistics

Minimum	0
5-th percentile	77.408
Q1	99.303
median	122.022
Q3	140.076
95-th percentile	175.06665
Maximum	243.372
Range	243.372
Interquartile range (IQR)	40.773

Descriptive statistics

Standard deviation	29.96978
Coefficient of variation (CV)	0.24529393
Kurtosis	-0.10697597
Mean	122.17905
Median Absolute Deviation (MAD)	21.6725
Skewness	0.23074103
Sum	13863413
Variance	898.18774
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	157	0.1%
151.925	146	0.1%
95.004	89	0.1%
130.594	74	0.1%
87.925	71	0.1%
125.004	70	0.1%
92.988	70	0.1%
76.783	68	0.1%
77.321	67	0.1%
90.04	62	0.1%
Other values (45642)	112594	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	157	0.1%
30.2	1	< 0.1%
30.322	1	< 0.1%
31.834	1	< 0.1%
34.262	1	< 0.1%
34.821	1	< 0.1%
35.392	1	< 0.1%
35.79	1	< 0.1%
35.862	1	< 0.1%
35.928	1	< 0.1%

Value	Count	Frequency (%)
243.372	1	< 0.1%
222.605	1	< 0.1%
220.525	1	< 0.1%
220.084	1	< 0.1%
220.081	3	< 0.1%
220.039	1	< 0.1%
219.971	1	< 0.1%
219.693	1	< 0.1%
219.571	1	< 0.1%
218.879	1	< 0.1%

assinatura_hora
Categorical

IMBALANCE

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

4	101406
3	9128
5	1805
1	966
0	163

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	113468
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	4
2nd row	4
3rd row	4
4th row	3
5th row	4

Common Values

Value	Count	Frequency (%)
4	101406	89.4%
3	9128	8.0%
5	1805	1.6%
1	966	0.9%
0	163	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	101406	89.4%
3	9128	8.0%
5	1805	1.6%
1	966	0.9%
0	163	0.1%

Most occurring characters

Value	Count	Frequency (%)
4	101406	89.4%
3	9128	8.0%
5	1805	1.6%
1	966	0.9%
0	163	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	113468	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	101406	89.4%
3	9128	8.0%
5	1805	1.6%
1	966	0.9%
0	163	0.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	113468	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	101406	89.4%
3	9128	8.0%
5	1805	1.6%
1	966	0.9%
0	163	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	113468	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	101406	89.4%
3	9128	8.0%
5	1805	1.6%
1	966	0.9%
0	163	0.1%

gênero
Text

Distinct	112
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

Length

Max length	17
Median length	13
Mean length	7.3064476
Min length	3

Characters and Unicode

Total characters	829048
Distinct characters	32
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	acústico
2nd row	acústico
3rd row	acústico
4th row	acústico
5th row	acústico

Value	Count	Frequency (%)
infantil	1984	1.7%
eletrônica	1922	1.6%
techno	1000	0.9%
reggaeton	1000	0.9%
songwriter	1000	0.9%
dormir	1000	0.9%
synth-pop	1000	0.9%
sueca	1000	0.9%
espanhola	1000	0.9%
britânico	1000	0.9%
Other values (106)	105552	89.9%

Most occurring characters

Value	Count	Frequency (%)
a	81439	9.8%
e	75564	9.1%
o	70762	8.5%
r	58746	7.1%
i	52721	6.4%
n	52641	6.3%
t	47823	5.8%
l	38743	4.7%
c	38609	4.7%
p	37910	4.6%
Other values (22)	274090	33.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	793136	95.7%
Dash Punctuation	31922	3.9%
Space Separator	3990	0.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	81439	10.3%
e	75564	9.5%
o	70762	8.9%
r	58746	7.4%
i	52721	6.6%
n	52641	6.6%
t	47823	6.0%
l	38743	4.9%
c	38609	4.9%
p	37910	4.8%
Other values (20)	238178	30.0%

Dash Punctuation

Value	Count	Frequency (%)
-	31922	100.0%

Space Separator

Value	Count	Frequency (%)
	3990	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	793136	95.7%
Common	35912	4.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	81439	10.3%
e	75564	9.5%
o	70762	8.9%
r	58746	7.4%
i	52721	6.6%
n	52641	6.6%
t	47823	6.0%
l	38743	4.9%
c	38609	4.9%
p	37910	4.8%
Other values (20)	238178	30.0%

Common

Value	Count	Frequency (%)
-	31922	88.9%
	3990	11.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	822165	99.2%
None	6883	0.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	81439	9.9%
e	75564	9.2%
o	70762	8.6%
r	58746	7.1%
i	52721	6.4%
n	52641	6.4%
t	47823	5.8%
l	38743	4.7%
c	38609	4.7%
p	37910	4.6%
Other values (17)	267207	32.5%

None

Value	Count	Frequency (%)
ã	1962	28.5%
ô	1922	27.9%
ú	1000	14.5%
â	1000	14.5%
ç	999	14.5%

Auto

Heatmap
Table

	popularidade	duracao_ms	dancabilidade	energia	chave	volume	fala	acustica	instrumentalidade	vivacidade	valencia	tempo	explicito	modo	assinatura_hora
popularidade	1.000	0.027	0.025	-0.027	-0.003	0.033	-0.068	0.011	-0.079	-0.008	-0.043	0.016	0.089	0.037	0.045
duracao_ms	0.027	1.000	-0.098	0.103	0.014	0.020	-0.129	-0.169	0.128	-0.041	-0.178	0.050	0.011	0.005	0.036
dancabilidade	0.025	-0.098	1.000	0.036	0.035	0.109	0.158	-0.036	-0.143	-0.145	0.461	-0.072	0.154	0.085	0.280
energia	-0.027	0.103	0.036	1.000	0.045	0.749	0.355	-0.707	-0.033	0.177	0.207	0.241	0.116	0.088	0.161
chave	-0.003	0.014	0.035	0.045	1.000	0.032	0.044	-0.038	0.005	-0.004	0.034	0.012	0.040	0.247	0.021
volume	0.033	0.020	0.109	0.749	0.032	1.000	0.232	-0.532	-0.288	0.112	0.220	0.194	0.107	0.045	0.153
fala	-0.068	-0.129	0.158	0.355	0.044	0.232	1.000	-0.214	-0.049	0.092	0.092	0.115	0.305	0.068	0.085
acustica	0.011	-0.169	-0.036	-0.707	-0.038	-0.532	-0.214	1.000	-0.099	-0.042	-0.020	-0.217	0.101	0.101	0.140
instrumentalidade	-0.079	0.128	-0.143	-0.033	0.005	-0.288	-0.049	-0.099	1.000	-0.099	-0.320	-0.005	0.103	0.059	0.067
vivacidade	-0.008	-0.041	-0.145	0.177	-0.004	0.112	0.092	-0.042	-0.099	1.000	0.013	0.020	0.042	0.029	0.040
valencia	-0.043	-0.178	0.461	0.207	0.034	0.220	0.092	-0.020	-0.320	0.013	1.000	0.062	0.069	0.032	0.111
tempo	0.016	0.050	-0.072	0.241	0.012	0.194	0.115	-0.217	-0.005	0.020	0.062	1.000	0.040	0.027	0.496
explicito	0.089	0.011	0.154	0.116	0.040	0.107	0.305	0.101	0.103	0.042	0.069	0.040	1.000	0.037	0.060
modo	0.037	0.005	0.085	0.088	0.247	0.045	0.068	0.101	0.059	0.029	0.032	0.027	0.037	1.000	0.029
assinatura_hora	0.045	0.036	0.280	0.161	0.021	0.153	0.085	0.140	0.067	0.040	0.111	0.496	0.060	0.029	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	id_musica	artistas	nome_do_album	nome_da_faixa	popularidade	duracao_ms	explicito	dancabilidade	energia	chave	volume	modo	fala	acustica	instrumentalidade	vivacidade	valencia	tempo	assinatura_hora	gênero
0	5SuOikwiRyPMVoIQDJUgSV	Gen Hoshino	Comedy	Comedy	73	230666	False	0.676	0.4610	1	-6.746	0	0.1430	0.0322	0.000001	0.3580	0.7150	87.917	4	acústico
1	4qPNDBW1i3p13qLCt0Ki3A	Ben Woodward	Ghost (Acoustic)	Ghost - Acoustic	55	149610	False	0.420	0.1660	1	-17.235	1	0.0763	0.9240	0.000006	0.1010	0.2670	77.489	4	acústico
2	1iJBSr7s7jYXzM8EGcbK5b	Ingrid Michaelson;ZAYN	To Begin Again	To Begin Again	57	210826	False	0.438	0.3590	0	-9.734	1	0.0557	0.2100	0.000000	0.1170	0.1200	76.332	4	acústico
3	6lfxq3CG4xtTiEg7opyCyx	Kina Grannis	Crazy Rich Asians (Original Motion Picture Soundtrack)	Can't Help Falling In Love	71	201933	False	0.266	0.0596	0	-18.515	1	0.0363	0.9050	0.000071	0.1320	0.1430	181.740	3	acústico
4	5vjLSffimiIP26QG5WcN2K	Chord Overstreet	Hold On	Hold On	82	198853	False	0.618	0.4430	2	-9.681	1	0.0526	0.4690	0.000000	0.0829	0.1670	119.949	4	acústico
5	01MVOl9KtVTNfFiBU9I7dc	Tyrone Wells	Days I Will Remember	Days I Will Remember	58	214240	False	0.688	0.4810	6	-8.807	1	0.1050	0.2890	0.000000	0.1890	0.6660	98.017	4	acústico
6	6Vc5wAMmXdKIAM7WUoEb7N	A Great Big World;Christina Aguilera	Is There Anybody Out There?	Say Something	74	229400	False	0.407	0.1470	2	-8.822	1	0.0355	0.8570	0.000003	0.0913	0.0765	141.284	3	acústico
7	1EzrEOXmMH3G43AXT1y7pA	Jason Mraz	We Sing. We Dance. We Steal Things.	I'm Yours	80	242946	False	0.703	0.4440	11	-9.331	1	0.0417	0.5590	0.000000	0.0973	0.7120	150.960	4	acústico
8	0IktbUcnAGrvD03AWnz3Q8	Jason Mraz;Colbie Caillat	We Sing. We Dance. We Steal Things.	Lucky	74	189613	False	0.625	0.4140	0	-8.700	1	0.0369	0.2940	0.000000	0.1510	0.6690	130.088	4	acústico
9	7k9GuJYLp2AzqokyEdwEw2	Ross Copperman	Hunger	Hunger	56	205594	False	0.442	0.6320	1	-6.770	1	0.0295	0.4260	0.004190	0.0735	0.1960	78.899	4	acústico

	id_musica	artistas	nome_do_album	nome_da_faixa	popularidade	duracao_ms	explicito	dancabilidade	energia	chave	volume	modo	fala	acustica	instrumentalidade	vivacidade	valencia	tempo	assinatura_hora	gênero
113990	2A4dSiJmbviL56CBupkh6C	Lucas Cervetti	Frecuencias Álmicas en 432hz (Solo Piano)	Frecuencia Álmica XI - Solo Piano	22	369049	False	0.579	0.245	4	-16.357	1	0.0384	0.97000	0.924000	0.1010	0.3020	112.011	3	world-music
113991	0CE0Y6GM75cbrqao8EOAlW	Chris Tomlin	The Ultimate Playlist	At The Cross (Love Ran Red)	32	250629	False	0.387	0.531	8	-4.788	1	0.0290	0.00305	0.000000	0.2010	0.1530	146.003	4	world-music
113992	3FjOBB4EyIXHYUtSgrIdY9	Jesus Culture	Revelation Songs	Your Love Never Fails	38	312566	False	0.475	0.860	10	-4.722	1	0.0421	0.00650	0.000002	0.2460	0.4270	113.949	4	world-music
113993	4OkMK49i3NApR1KsAIsTf6	Chris Tomlin	See The Morning (Special Edition)	How Can I Keep From Singing	39	256026	False	0.505	0.687	10	-4.375	1	0.0287	0.08410	0.000000	0.1880	0.3820	104.083	3	world-music
113994	4WbOUe6T0sozC7z5ZJgiAA	Lucas Cervetti	Frecuencias Álmicas en 432hz	Frecuencia Álmica, Pt. 4	22	305454	False	0.331	0.171	1	-15.668	1	0.0350	0.92000	0.022900	0.0679	0.3270	132.147	3	world-music
113995	2C3TZjDRiAzdyViavDJ217	Rainy Lullaby	#mindfulness - Soft Rain for Mindful Meditation, Stress Relief Relaxation Music	Sleep My Little Boy	21	384999	False	0.172	0.235	5	-16.393	1	0.0422	0.64000	0.928000	0.0863	0.0339	125.995	5	world-music
113996	1hIz5L4IB9hN3WRYPOCGPw	Rainy Lullaby	#mindfulness - Soft Rain for Mindful Meditation, Stress Relief Relaxation Music	Water Into Light	22	385000	False	0.174	0.117	0	-18.318	0	0.0401	0.99400	0.976000	0.1050	0.0350	85.239	4	world-music
113997	6x8ZfSoqDjuNa5SVP5QjvX	Cesária Evora	Best Of	Miss Perfumado	22	271466	False	0.629	0.329	0	-10.895	0	0.0420	0.86700	0.000000	0.0839	0.7430	132.378	4	world-music
113998	2e6sXL2bYv4bSz6VTdnfLs	Michael W. Smith	Change Your World	Friends	41	283893	False	0.587	0.506	7	-10.889	1	0.0297	0.38100	0.000000	0.2700	0.4130	135.960	4	world-music
113999	2hETkH7cOfqmz3LqZDHZf5	Cesária Evora	Miss Perfumado	Barbincor	22	241826	False	0.526	0.487	1	-10.204	0	0.0725	0.68100	0.000000	0.0893	0.7080	79.198	4	world-music

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Close Punctuation

Math Symbol

Other Symbol

Open Punctuation

Dash Punctuation

Modifier Letter

Final Punctuation

Initial Punctuation

Space Separator

Currency Symbol

Connector Punctuation

Modifier Symbol

Other Number

Most occurring scripts

Most frequent character per script

Han

Latin

Common

Cyrillic

Katakana

Hiragana

Greek

Most occurring blocks

Most frequent character per block

ASCII

None

Cyrillic

Katakana

Punctuation

CJK

Math Operators

Hiragana

Misc Symbols

Letterlike Symbols

Latin Ext Additional

Dingbats

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Lowercase Letter

Uppercase Letter

Other Punctuation

Nonspacing Mark

Decimal Number

Math Symbol

Open Punctuation

Close Punctuation

Other Symbol

Dash Punctuation

Modifier Symbol

Letter Number

Spacing Mark

Modifier Letter

Final Punctuation

Initial Punctuation

Format